Triple

T16070808
Position Surface form Disambiguated ID Type / Status
Subject Karnal E389853 entity
Predicate hasNotablePerson P304 FINISHED
Object Kalpana Chawla (associated via district and institutions)
Kalpana Chawla was an Indian-born American astronaut and aerospace engineer who became the first woman of Indian origin to fly in space and tragically died in the Space Shuttle Columbia disaster in 2003.
E1192961 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kalpana Chawla (associated via district and institutions) | Statement: [Karnal, hasNotablePerson, Kalpana Chawla (associated via district and institutions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalpana Chawla (associated via district and institutions)
Context triple: [Karnal, hasNotablePerson, Kalpana Chawla (associated via district and institutions)]
  • A. Kalpana Lajmi
    Kalpana Lajmi was an Indian film director, producer, and screenwriter known for her socially conscious, women-centric films in parallel cinema.
  • B. Kalpana Pandit
    Kalpana Pandit is an Indian actress, model, and emergency physician known for her work in Hindi and regional films as well as her participation in Indian reality television.
  • C. Kalpana Saroj
    Kalpana Saroj is an Indian entrepreneur and former child bride who rose from extreme poverty and caste-based discrimination to become a highly successful business leader, often described as one of the inspirations for the “Slumdog Millionaire” story.
  • D. Kalpana Raghavendar
    Kalpana Raghavendar is an Indian playback singer known for her work in South Indian cinema and for gaining popularity through music reality shows.
  • E. Kalpana Das
    Kalpana Das is an Indian legal professional known primarily as the wife of Chief Justice of India Dhananjaya Y. Chandrachud.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kalpana Chawla (associated via district and institutions)
Triple: [Karnal, hasNotablePerson, Kalpana Chawla (associated via district and institutions)]
Generated description
Kalpana Chawla was an Indian-born American astronaut and aerospace engineer who became the first woman of Indian origin to fly in space and tragically died in the Space Shuttle Columbia disaster in 2003.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalpana Chawla (associated via district and institutions)
Target entity description: Kalpana Chawla was an Indian-born American astronaut and aerospace engineer who became the first woman of Indian origin to fly in space and tragically died in the Space Shuttle Columbia disaster in 2003.
  • A. Kalpana Lajmi
    Kalpana Lajmi was an Indian film director, producer, and screenwriter known for her socially conscious, women-centric films in parallel cinema.
  • B. Kalpana Pandit
    Kalpana Pandit is an Indian actress, model, and emergency physician known for her work in Hindi and regional films as well as her participation in Indian reality television.
  • C. Kalpana Saroj
    Kalpana Saroj is an Indian entrepreneur and former child bride who rose from extreme poverty and caste-based discrimination to become a highly successful business leader, often described as one of the inspirations for the “Slumdog Millionaire” story.
  • D. Kalpana Raghavendar
    Kalpana Raghavendar is an Indian playback singer known for her work in South Indian cinema and for gaining popularity through music reality shows.
  • E. Kalpana Das
    Kalpana Das is an Indian legal professional known primarily as the wife of Chief Justice of India Dhananjaya Y. Chandrachud.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183be909c8190ac6c37ab047151ae completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe4827cd48190aa470c6537e72508 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe6c956a48190845faac983b9a064 completed May 10, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69ffe7387b38819094e55ae14ec2c036 completed May 10, 2026, 2:02 a.m.
Created at: April 10, 2026, 4:57 a.m.